FUST: 집속 초음파 변환기를 이용한 푸리에-웨이블렛 정규화 역컨볼루션 기반 실시간 영상화 기법

Abstract

Focused Ultrasound(FUS), Deconvolution, Fourier-wavlet regularization deconvolution (ForWaRD)Ⅰ. INTRODUCTION 1 1.1 Focused Ultrasound 1 1.2 Image Guidance and Monitoring 2 1.3 System Integration for USgFUS 3 1.4 Objectives of Research 5 ⅠI. METHODS 6 2.1 Principles for Ultrasound Imaging with a FUS Transducer 6 2.2 Implementation Process 14 2.3 Simulation Study 16 2.4 Phantom Study 19 2.5 U-net based deep learning approach 21 ⅠII. RESULTS 25 3.1 Single wire Experiment in Water 25 3.2 Evaluation on Resolution 26 3.3 Evaluation on CNR 28 3.4 Evaluation Inference time 28 IV. CONCLUSION 30 V. REFERENCES 31MasterdCollectio